The question
(a) If
A=0−212−1−11−20,
find A−1 and use it to solve the following system of equations :
−2y+z=7, 2x−y−z=8, x−2y=10
OR
(b) If
3−7−11−147sin3xcos2x2
is a singular matrix, then find all values of x where x∈[0,2π].
Exam answer
(a)
∣A∣=0(0−2)−2(0+2)+1(2+1)=−4+3=−1=0
Why?
Expand along the first row: each entry times its 2×2 minor, with signs +−+:
∣A∣=a11M11−a12M12+a13M13
For example, deleting row 1 and column 1 leaves
M11=−1−1−20=0−2
Written out in full:
∣A∣=0−1−1−20−2−21−20+1−21−1−1
Each 2×2 determinant is (top left)(bottom right) minus (top right)(bottom left):
−1−1−20−21−20−21−1−1=(−1)(0)−(−2)(−1)=0−2=−2=(−2)(0)−(−2)(1)=0+2=2=(−2)(−1)−(−1)(1)=2+1=3
Multiply by the entries and their signs, then add:
0(−2)−2(2)1(3)0−4+3=0=−4=3=−1
So A−1 exists. The cofactors of A are
Why?
A square matrix has an inverse exactly when its determinant is not zero. Write this reason down: examiners look for it.
A11A21A31=−2, A12=−2, A13=3=−1, A22=−1, A23=2=−3, A32=−2, A33=4
Why?
Each cofactor is its minor with a sign:
Aij=(−1)i+jMij
For example, deleting row 2 and column 1 leaves
M21=2−110=1
and 2+1 is odd, so A21=−1.
The signs (−1)i+j follow the pattern
+−+−+−+−+
on the entries of
A=0−212−1−11−20
Row 1 (cover row 1 and one column each time):
A11A12A13=+−1−1−20=+((−1)(0)−(−2)(−1))=+(0−2)=−2=−−21−20=−((−2)(0)−(−2)(1))=−(0+2)=−2=+−21−1−1=+((−2)(−1)−(−1)(1))=+(2+1)=3
Row 2 (cover row 2):
A21A22A23=−2−110=−((2)(0)−(1)(−1))=−(0+1)=−1=+0110=+((0)(0)−(1)(1))=+(0−1)=−1=−012−1=−((0)(−1)−(2)(1))=−(0−2)=−(−2)=2
Row 3 (cover row 3):
A31A32A33=+2−11−2=+((2)(−2)−(1)(−1))=+(−4+1)=−3=−0−21−2=−((0)(−2)−(1)(−2))=−(0+2)=−2=+0−22−1=+((0)(−1)−(2)(−2))=+(0+4)=4
Watch out: the sign pattern starts with + at the top left and alternates.
adjA=−2−23−1−12−3−24
Why?
adj A is the transpose of the matrix of cofactors: the cofactors of row 1 of A form column 1 of adj A, and so on.
Column 1: A11,A12,A13=−2,−2,3Column 2: A21,A22,A23=−1,−1,2Column 3: A31,A32,A33=−3,−2,4
A−1=∣A∣1adjA=22−311−232−4
Why?
Here ∣A∣1=−1, so every entry of adj A changes sign.
A−1=−11−2−23−1−12−3−24=−1−2−23−1−12−3−24
The given system can be written as ATX=B, where
AT=021−2−1−21−10,
X=xyz, B=7810
Why?
Write the coefficients of x,y,z of each equation as a row. −2y+z=7 gives (0,−2,1), 2x−y−z=8 gives (2,−1,−1), and x−2y=10 gives (1,−2,0).
These rows are the columns of A, so the coefficient matrix is AT, not A.
∣AT∣=∣A∣=0, so the system has a unique solution X=(AT)−1B=(A−1)TB.
Why?
Two facts about the transpose:
∣AT∣(AT)−1=∣A∣=(A−1)T
So we can use the A−1 already found: just transpose it. Row 1 of A−1, (2,1,3), becomes column 1 of (A−1)T, and so on:
(A−1)T=213212−3−2−4
xyz=213212−3−2−47810
=14+16−307+8−2021+16−40=0−5−3
Why?
Each entry is a row of (A−1)T times the column B. The first is 2(7)+2(8)−3(10).
Row 1: (2)(7)+(2)(8)+(−3)(10)=14+16−30=30−30=0Row 2: (1)(7)+(1)(8)+(−2)(10)=7+8−20=15−20=−5Row 3: (3)(7)+(2)(8)+(−4)(10)=21+16−40=37−40=−3
Check in the given equations: −2(−5)+(−3)=7, 0+5+3=8 and 0+10=10.
−2y+z2x−y−zx−2y=−2(−5)+(−3)=10−3=7=2(0)−(−5)−(−3)=0+5+3=8=0−2(−5)=0+10=10
∴ x=0, y=−5, z=−3.
(b)
The matrix is singular, so its determinant is 0:
Why?
A singular matrix is one whose determinant is zero. This gives an equation in x.
3−7−11−147sin3xcos2x2=0
Expanding along R1,
⇒ ⇒ 3(8−7cos2x)+1(−14+11cos2x)+sin3x(−49+44)=010−10cos2x−5sin3x=02cos2x+sin3x=2
Why?
The three minors along R1 are
4(2)−7cos2x(−7)(2)−(−11)cos2x(−7)(7)−4(−11)
Each one, worked out:
47cos2x2=(4)(2)−(cos2x)(7)=8−7cos2x−7−11cos2x2=(−7)(2)−(cos2x)(−11)=−14+11cos2x−7−1147=(−7)(7)−(4)(−11)=−49+44=−5
The middle entry is −1 and its sign is −, so it enters as +1.
Multiply each minor by its entry and sign:
3(8−7cos2x)=24−21cos2x1(−14+11cos2x)=−14+11cos2xsin3x(−5)=−5sin3x
Collect: 24−14=10, and the cos2x terms give −21+11=−10. Then divide by −5.
Dividing each term by −5: −510=−2, −5−10cos2x=2cos2x, −5−5sin3x=sin3x.
10−10cos2x−5sin3x=0−2+2cos2x+sin3x=02cos2x+sin3x=2
Using cos2x=1−2sin2x and sin3x=3sinx−4sin3x,
Why?
The equation mixes cos2x and sin3x. Both can be written in terms of sinx alone, which turns the equation into a polynomial in sinx.
⇒ ⇒ 2−4sin2x+3sinx−4sin3x=24sin3x+4sin2x−3sinx=0sinx(4sin2x+4sinx−3)=0
Why?
2cos2x=2−4sin2x. The 2 cancels with the 2 on the right. Multiply by −1, then take sinx out as a common factor.
2cos2x=2(1−2sin2x)=2−4sin2x2−4sin2x+3sinx−4sin3x=2−4sin2x+3sinx−4sin3x=04sin3x+4sin2x−3sinx=0sinx(4sin2x+4sinx−3)=0
Watch out: do not divide by sinx. That would lose the solutions with sinx=0.
Factorising,
sinx(2sinx−1)(2sinx+3)=0
Why?
Split the middle term: we need two numbers with product 4(−3)=−12 and sum 4, which are 6 and −2.
4s2+6s−2s−3=2s(2s+3)−(2s+3)=(2s−1)(2s+3)
with s=sinx.
sinx=−23 is not possible. So sinx=0 or sinx=21.
Why?
sinx always lies between −1 and 1, and −23<−1.
Set each factor equal to 0:
sinx2sinx−12sinxsinx2sinx+32sinxsinx=0=0=1=21=0=−3=−23
In [0,2π], sin0=0 and sin6π=21.
For x∈[0,2π]: sinx=0⇒x=0, and sinx=21⇒x=6π.
∴ x=0 or x=6π.
Where this comes fromChapter 4, Determinants: Inverse by adjoint, linear system; singular matrix.
Question type: (a) Solve equations by the matrix method; (b) Evaluate a determinant
How to spot it: click to see
(a) Type 9. Solve equations by the matrix method
Spot it: "solve, using the matrix method", with two or three equations. A word problem (prices, three numbers) is the same: write the equations first.
Here: Find A−1 first: ∣A∣=−1=0, so A−1=−adjA. The coefficient rows of the equations are the columns of A, so the system is ATX=B and X=(A−1)TB.
(b) Type 1. Evaluate a determinant: cross for 2×2, expand for 3×3
Spot it: "evaluate" and a square block of numbers between straight bars.
Here: Singular means the determinant is 0: expand the 3×3 along R1 to get 10−10cos2x−5sin3x=0, then write it in sinx and factorise.
Quick lesson · Worked NCERT solutions · Interactive lesson
Also uses Chapter 3, Matrices.